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Keywords

🤖 AI Drafted (Not reviewed)

Extract keywords from text

Tool id keywords
Category llm
Uses a language model yes
Needs a generative model no
Runs over many items yes
Item handling batch
Structured output yes
Human-verified not yet

What it reads

Port Type Required What it is
Text (text) text yes Text to extract keywords from
Context (context) any no Previous text/transcription
Metadata (metadata) json no Existing metadata
Documents (documents) json no Document metadata

What it emits

Port Type Required What it is
Text (text) text Raw text response
Value (value) any Parsed value
Texts (texts) array Per-item texts
Values (values) array Per-item values
Results (results) json Full results
Records (records) array Per-document text records [{doc_id, text}, …].
Artifacts (artifacts) json Artifact IDs

Options

Option Type Default What it does
choices array Valid choices. (Not shown in the editor.)
chunk_size_chars integer 0 Chunk large input text above this character budget (0=auto).
match_mode string prefer Match mode. One of: prefer, strict, inform.
max_items integer 10 List max items.
max_keywords integer 15 Max keywords.
max_tokens integer 8192 Max response.
max_words integer 50 Word limit.
metadata_field string Save to field.
model_name string Model name.
output_format string text Response format. One of: text, boolean, choice, number, words, list, json.
prompt string Custom prompt.
provider_name string LLM provider. One of: openai, anthropic, google, ollama, lmstudio, groq, together, deepseek, mistral, openrouter, dashscope, xai, perplexity, fireworks, deepl.
quality_gate boolean yes Stop the run if output is unreadable.
reference_values object Known values to match. (Not shown in the editor.)
save_to_db boolean yes Save to library.
save_to_file boolean no Export to file.
scope string broad Keyword scope. One of: broad, narrow, technical.
temperature number 0.7 Creativity.
thinking_mode string off Chain-of-thought reasoning depth. One of: off, short, medium, long.

The prompt it sends

This is what the tool asks a model, with every option left at its default. Changing the options above changes this text.

Extract the 15 most important keywords or key phrases from this text.

Include a mix of general topics, specific terms, and themes.

Rules:
- Use lowercase unless proper nouns
- Include both single words and short phrases (2-3 words)
- Order by importance/relevance
- Avoid generic stopwords
- Separate with semicolons

Return keywords as a semicolon-separated list.
Example: keyword1; key phrase two; keyword3; ...